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H
Hai‐Bang Ly
University of Transport Technology
45
H-index
137
Paper Count
6.9K
Citation Count
0
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Published Papers
48
Publication Date
Publication Date
Impact Factor
Citations
Predicting bike-sharing demand using light gradient boosting machine and Shapley additive explanations values: a cross-regional generalisability study
Proceedings of the Institution of Civil Engineers-Transport
IF
1.2
2026-01-01
0
PRE
AI
Pham, Hue Thi; Ngo, Thu-Tinh Thi; Ly, Hai-Bang
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Development of a Gradient Boosting model for predicting the rutting factor of graphene oxide-modified bitumen at medium and high temperatures
Canadian Journal of Civil Engineering
IF
1.3
2026-01-01
0
PRE
AI
Hoang, Huong-Giang Thi; Nguyen, Hoang-Long; Mai, Hai-Van Thi; Ly, Hai-Bang
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An interpretable machine learning-based measurement system for predicting the compressive strength of concrete at elevated temperatures
Measurement
IF
5.6
2025-12-31
0
PRE
AI
Hai-Bang Ly
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An Effective Extreme Gradient Boosting Approach to Predict the Physical Properties of Graphene Oxide Modified Asphalt
International Journal of Pavement Research and Technology
IF
2.5
2025-10-01
0
PRE
AI
Huong-Giang Thi Hoang; Thuy-Anh Nguyen; Hoang-Long Nguyen; Hai-Bang Ly
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Hybrid machine learning approach for prediction and design optimization of marshall stability in graphene oxide-modified asphalt concrete
Environmental Research
IF
7.7
2025-08-20
0
PRE
AI
Huong-Giang Thi Hoang; Hoang-Long Nguyen; Thuy-Anh Nguyen; Hai-Bang Ly
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Enhancing compressive strength and sustainability: a machine learning approach to recycled brick and tile concrete mix design
MATERIALS TODAY COMMUNICATIONS
IF
4.5
2024-08-01
4
PRE
AI
Ly, Hai -Bang; Nguyen, Thuy-Anh
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Hybrid Machine learning Techniques-Aided design of corroded reinforced concrete beams
COMPUTERS & STRUCTURES
IF
4.8
2024-07-01
0
PRE
AI
Nguyen, Thuy-Anh; Ly, Hai-Bang
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Hybrid artificial intelligence models based on adaptive neuro fuzzy inference system and metaheuristic optimization algorithms for prediction of daily rainfall
PHYSICS AND CHEMISTRY OF THE EARTH
IF
4.1
2024-06-01
3
PRE
AI
Pham, Binh Thai; Bui, Kien-Trinh Thi; Prakash, Indra; Ly, Hai-Bang
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Machine learning-driven innovations in green eco-environmental rubberized concrete design towards sustainability
MATERIALS TODAY COMMUNICATIONS
IF
4.5
2024-06-01
8
PRE
AI
Ly, Hai-Bang; Nguyen, Thuy-Anh
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Enhanced bond strength prediction in corroded reinforced concrete using optimized ML models
STRUCTURES
IF
4.3
2024-05-01
0
PRE
AI
Nguyen, Thuy-Anh; Trinh, Son Hoang; Ly, Hai-Bang
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Predicting axial compression capacity of CFDST columns and design optimization using advanced machine learning techniques
STRUCTURES
IF
4.3
2024-01-01
11
PRE
AI
Nguyen, Thuy-Anh; Ly, Hai-Bang
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Advancing basalt fiber asphalt concrete design: A novel approach using gradient boosting and metaheuristic algorithms
CASE STUDIES IN CONSTRUCTION MATERIALS
IF
6.6
2023-12-01
3
OA
AI
Phung, Ba Nhan; Le, Thanh-Hai; Mai, Hai-Van Thi; Nguyen, Thuy-Anh; Ly, Hai -Bang
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Ensemble XGBoost schemes for improved compressive strength prediction of UHPC
STRUCTURES
IF
4.3
2023-11-01
26
PRE
AI
Nguyen, May Huu; Nguyen, Thuy-Anh; Ly, Hai-Bang
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Novel approaches to predict the Marshall parameters of basalt fiber asphalt concrete
CONSTRUCTION AND BUILDING MATERIALS
IF
8
2023-10-01
4
PRE
AI
Phung, Ba-Nhan; Le, Thanh-Hai; Nguyen, Thuy-Anh; Hoang, Huong-Giang Thi; Ly, Hai-Bang
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Development of machine learning methods to predict the compressive strength of fiber-reinforced self-compacting concrete and sensitivity analysis (vol 367, 130339, 2023)
CONSTRUCTION AND BUILDING MATERIALS
IF
8
2023-10-01
0
OA
AI
Mai, Hai-Van Thi; Nguyen, May Huu; Ly, Hai-Bang
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Enhancing Compressive strength prediction of Roller Compacted concrete using Machine learning techniques
MEASUREMENT
IF
5.6
2023-08-01
7
PRE
AI
Mai, Hai-Van Thi; Trinh, Son Hoang; Ly, Hai-Bang
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Toward improved prediction of recycled brick aggregate concrete compressive strength by designing ensemble machine learning models
CONSTRUCTION AND BUILDING MATERIALS
IF
8
2023-03-01
34
PRE
AI
Mai, Hai-Van Thi; Nguyen, May Huu; Trinh, Son Hoang; Ly, Hai-Bang
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Development of machine learning methods to predict the compressive strength of fiber-reinforced self-compacting concrete and sensitivity analysis
CONSTRUCTION AND BUILDING MATERIALS
IF
8
2023-02-01
41
PRE
AI
Mai, Hai-Van Thi; Nguyen, May Huu; Ly, Hai-Bang
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Novel ensemble approach to predict the ultimate axial load of CFST columns with different cross-sections
STRUCTURES
IF
4.3
2023-01-01
13
PRE
AI
Nguyen, Thuy-Anh; Trinh, Son Hoang; Nguyen, May Huu; Ly, Hai-Bang
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Neural network approach for GO-modified asphalt properties estimation
CASE STUDIES IN CONSTRUCTION MATERIALS
IF
6.6
2022-12-01
4
PRE
AI
Hoang, Huong-Giang Thi; Nguyen, Thuy-Anh; Nguyen, Hoang-Long; Ly, Hai-Bang
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Research Directions
No research directions
Co-authors
Cooperation Journals
B
Biswajeet Pradhan
H-index: 145 · Papers: 1.1K
H
Hojjat Adeli
H-index: 132 · Papers: 643
D
Dieu Tien Bui
H-index: 112 · Papers: 300
B
Binh Thai Pham
H-index: 95 · Papers: 330
J
Jan Adamowski
H-index: 84 · Papers: 503
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